Browse State-of-the-Art
Datasets
Methods
More
Newsletter
RC2021
About
Trends
Portals
Libraries
Sign In
Methods
1,852
machine learning components
Subscribe to the PwC Newsletter
×
Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets.
Read previous issues
Join the community
×
You need to
log in
to edit.
You can
create a new account
if you don't have one.
Or, discuss a change on
Slack
.
General
Attention
114 methods
13635 papers with code
Attention Mechanisms
77 methods
7621 papers with code
Stochastic Optimization
56 methods
9414 papers with code
Regularization
53 methods
21012 papers with code
Activation Functions
48 methods
20889 papers with code
See all 128 categories
Computer Vision
Convolutional Neural Networks
114 methods
4197 papers with code
Image Model Blocks
90 methods
5084 papers with code
Generative Models
89 methods
5651 papers with code
Object Detection Models
65 methods
1597 papers with code
Image Feature Extractors
59 methods
101 papers with code
See all 119 categories
Natural Language Processing
Language Models
106 methods
3701 papers with code
Transformers
85 methods
8001 papers with code
Word Embeddings
20 methods
687 papers with code
Attention Patterns
7 methods
334 papers with code
Sentence Embeddings
6 methods
28 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
23 methods
663 papers with code
Off-Policy TD Control
16 methods
1096 papers with code
Q-Learning Networks
10 methods
381 papers with code
Distributed Reinforcement Learning
7 methods
24 papers with code
Value Function Estimation
6 methods
157 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
249 papers with code
Text-to-Speech Models
12 methods
92 papers with code
Audio Model Blocks
11 methods
58 papers with code
Speech Separation Models
5 methods
13 papers with code
Speech Recognition
4 methods
12 papers with code
See all 12 categories
Sequential
Recurrent Neural Networks
36 methods
4414 papers with code
Sequence To Sequence Models
21 methods
917 papers with code
Temporal Convolutions
8 methods
174 papers with code
Time Series Analysis
8 methods
595 papers with code
Bidirectional Recurrent Neural Networks
5 methods
572 papers with code
See all 8 categories
Graphs
Graph Models
62 methods
1084 papers with code
Graph Embeddings
34 methods
427 papers with code
Graph Representation Learning
5 methods
397 papers with code
Graph Data Augmentation
